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Automation Risk Analysis

Will “Collection Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #671 of 702. Estimated risk: 98.0%

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AI Exposure Risk

61%

“Collection Clerk” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 61% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Collection Clerk” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Bookkeeping, Accounting, and Auditing Clerks, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Compute, classify, and record numerical data to keep financial records complete. Perform any combination of routine calculating, posting, and verifying duties to obtain primary financial data for use in maintaining accounting records. May also check the accuracy of figures, calculations, and postings pertaining to business transactions recorded by other workers.

Avg. Annual Salary $52,020
Avg. Hourly Wage $25.01
Available Jobs (US) 1,455,770
Job Title & Hierarchy Code (SOC) Bookkeeping, Accounting, and Auditing Clerks #43-3031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Bookkeeping, Accounting, and Auditing Clerks”

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Core Skills & Abilities

  • Monitor status of loans and accounts to ensure that payments are up to date.

  • Calculate costs of materials, overhead, and other expenses, based on estimates, quotations and price lists.

  • Perform general office duties, such as filing, answering telephones, and handling routine correspondence.

  • Operate computers programmed with accounting software to record, store, and analyze information.

  • Calculate and prepare checks for utilities, taxes, and other payments.

  • Prepare bank deposits by compiling data from cashiers, verifying and balancing receipts, and sending cash, checks, or other forms of payment to banks.

  • Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.

  • Prepare purchase orders and expense reports.

  • Transfer details from separate journals to general ledgers or data processing sheets.

  • Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.

  • Comply with federal, state, and company policies, procedures, and regulations.

  • Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.

  • Code documents according to company procedures.

  • Compare computer printouts to manually maintained journals to determine if they match.

  • Maintain inventory records.

  • Compile budget data and documents, based on estimated revenues and expenses and previous budgets.

  • Calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to established procedures.

  • Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.

  • Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.

  • Reconcile or note and report discrepancies found in records.

  • Complete and submit tax forms and returns, workers' compensation forms, pension contribution forms, and other government documents.

  • Prepare trial balances of books.

  • Match order forms with invoices, and record the necessary information.

  • Prepare and process payroll information.

  • Reconcile records of bank transactions.

  • Receive, record, and bank cash, checks, and vouchers.

  • Access computerized financial information to answer general questions as well as those related to specific accounts.

  • Compile statistical, financial, accounting, or auditing reports and tables pertaining to such matters as cash receipts, expenditures, accounts payable and receivable, and profits and losses.

Technologies & Software

  • Fifth Walk BillingTracker
  • ADP Pay eXpert
  • Medical procedure coding software
  • Oracle JD Edwards EnterpriseOne
  • PROPHIX Enterprise
  • Corporate Responsibility System Technologies Limited CRSTL Compliance Positioning System
  • Llama (Meta)
  • Epic Systems
  • Iron Mountain Accutrac records management software
  • Microsoft Internet Explorer
  • OmniRIM Records Management Suite
  • Cost accounting software
  • Microsoft Dynamics
  • NetSuite ERP
  • Microsoft Exchange
  • Microsoft Project
  • Financial compliance software
  • FlexiFinancials FlexiLedger
  • Skype
  • Microsoft Dynamics GP
  • Oracle Database
  • SAP BusinessObjects Data Integrator
  • Napkin AI
  • Gemini for Workspace
  • ACS Technologies ACS Financial Suite
  • Microsoft PowerPoint
  • Microsoft Office software
  • Spreadsheet software
  • FileMaker Pro
  • Oracle Fusion Applications
  • Sage EDP Payroll Tax
  • Dropbox
  • Google Drive
  • Tumbleweed SecureTransport
  • Intuit QuickBooks
  • Kimi (Moonshot AI)
  • Word processing software
  • Act!
  • Microsoft SharePoint
  • Financial statement software
  • MethodWare ProAudit Advisor
  • ChatGPT (OpenAI)
  • ATX Total Engagement Office
  • American HealthTech Financial
  • Blackbaud The Financial Edge
  • Human resource management software HRMS
  • Activant Solutions Activant Prophet 21
  • Document management system software
  • AuditWare financial reporting and auditing software
  • UA Business Software Professional Edition
  • Customer information control system CICS
  • Yardi software
  • Payroll software
  • New Millennium Communications Genesis Accounting
  • Oracle Hyperion
  • Microsoft Windows
  • Perplexity AI
  • FaceTime
  • Microsoft Publisher
  • Microsoft Access
  • General ledger software
  • CYMA IV Accounting for Windows
  • Gemini (Google)
  • Qwen (Alibaba)
  • Records management software
  • Mistral (Mistral AI)
  • Financial reporting software
  • Nova (Amazon)
  • Delphi Technology
  • LexisNexis
  • Otter.ai
  • IBM Notes
  • Accounts receivable software
  • Infor Global Solutions Starbuilder
  • Accounting software
  • MEDITECH software
  • SAP Crystal Reports
  • Microsoft Word
  • Business performance management BPM software
  • Pentana audit work system PAWS
  • IBM Cognos Impromptu
  • HMS
  • Oracle PeopleSoft
  • Paisley Focus Control Assurance
  • Advanced Management Systems Software for Wineries
  • Heron CrossTie General Ledger
  • AcornSystems Corporate Performance Management
  • Blackbaud The Raiser's Edge
  • Intrax ProcedureNet
  • Accurate NXG
  • RSM McGladrey Auditor Assistant
  • Data entry software
  • Notion AI
  • Quicken
  • SAP software
  • Healthcare common procedure coding system HCPCS
  • AdaptaSoft CyberPay
  • Sage 100 Contractor
  • Google Docs
  • Zapier AI
  • Oracle PeopleSoft Financials
  • DeepSeek
  • Accounts payable software
  • Microsoft Excel
  • Fund accounting software
  • Cartesis ES Magnitude
  • Softrax Revenue Management
  • RSM McGladrey Advanced Practice Solutions Paperless Audit
  • BLS Software Invoice!
  • Grok (xAI)
  • HCSS HeavyJob
  • AMS Services AMS Sagitta
  • HCSS HeavyBid
  • Microsoft Outlook
  • SAP Business Objects
  • Paisley IssueTrack
  • Microsoft Copilot
  • Tax software
  • Best MIP Fund Accounting
  • UiPath (RPA + AI)
  • Paisley Cardmap
  • Oracle E-Business Suite Financials
  • Roundtable Software Advantage Accounting System
  • Automation Counselors municiPAL
  • Paisley RiskNavigator
  • SAP Concur
  • Sage 100 ERP
  • ATX Total Accounting Office
  • Adobe Acrobat
  • Auditing software
  • Medical condition coding software
  • CCIS AccountAbility
  • Grammarly AI
  • Claude (Anthropic)
  • Asset management software
  • Paisley AutoAudit
  • ComputerEase construction accounting software
  • Sage 50 Accounting
  • ADP Workforce Now
  • Database software
  • Financial calculators
  • Ledger sheets
  • 10-key calculators
  • Image scanners
  • Desktop computers
  • Notebook computers
  • Receipt books

Alternative Job Titles